{"id":"W7132939261","doi":"","title":"Employment disadvantage of immigrants and visible minorities: Evidence from three Canadian surveys","year":2008,"lang":"","type":"dissertation","venue":"TSpace","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Immigration; Disadvantage; Human capital; Context (archaeology); Equity (law); Affect (linguistics); Perception; Disadvantaged","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002040807,0.000583494,0.0005933215,0.005097917,0.006207281,0.001905331,0.002125303,0.0008093675,0.002138792],"category_scores_gemma":[0.004631199,0.0005398127,0.0008809495,0.01195501,0.001164687,0.000556268,0.002438834,0.0008218098,0.0003549735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02439814,"about_ca_system_score_gemma":0.03898219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996457,"about_ca_topic_score_gemma":0.9983369,"domain_scores_codex":[0.9980597,0.0001173795,0.0001040069,0.0001652862,0.001004597,0.0005489382],"domain_scores_gemma":[0.9943838,0.0003716254,0.001022991,0.0001286586,0.003084749,0.001008143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001155472,0.0000639661,0.9725606,0.0002282562,0.00009153811,0.0001104256,0.009119046,0.000102098,0.0001673791,0.0003050342,0.002762204,0.01437379],"study_design_scores_gemma":[0.000004761806,0.00001561208,0.9924235,0.00007442661,0.00001840712,0.00001763936,0.005623941,0.00005401231,0.00003619129,0.00001284936,0.001703831,0.00001475032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843332,0.001831887,0.0001260088,0.0006581505,0.00002194355,0.0001219077,0.007987112,0.0000105724,0.004909324],"genre_scores_gemma":[0.9832715,0.005082587,0.0003795461,0.0003900499,0.00001244669,0.0001124753,0.006632302,0.00001060779,0.004108487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02439814,"threshold_uncertainty_score":0.1770217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06857447582132156,"score_gpt":0.4090105412274199,"score_spread":0.3404360654060983,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}